Christian S. Jensen

Christian S. Jensen

Aalborg Universitet

H-index: 98

Europe-Denmark

About Christian S. Jensen

Christian S. Jensen, With an exceptional h-index of 98 and a recent h-index of 49 (since 2020), a distinguished researcher at Aalborg Universitet, specializes in the field of Data management, analytics, indexing, query processing, spatial data.

His recent articles reflect a diverse array of research interests and contributions to the field:

Efficient Skyline Keyword-Based Tree Retrieval on Attributed Graphs

A unified replay-based continuous learning framework for spatio-temporal prediction on streaming data

QCore: Data-Efficient, On-Device Continual Calibration for Quantized Models--Extended Version

TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods

Graph Augmentation for Recommendation

CHGNN: a semi-supervised contrastive hypergraph learning network

EEG-Based Multimodal Emotion Recognition: A Machine Learning Perspective

E2USD: Efficient-yet-effective Unsupervised State Detection for Multivariate Time Series

Christian S. Jensen Information

University

Position

Department of Computer Science

Citations(all)

37860

Citations(since 2020)

9419

Cited By

31829

hIndex(all)

98

hIndex(since 2020)

49

i10Index(all)

397

i10Index(since 2020)

220

Email

University Profile Page

Aalborg Universitet

Google Scholar

View Google Scholar Profile

Christian S. Jensen Skills & Research Interests

Data management

analytics

indexing

query processing

spatial data

Top articles of Christian S. Jensen

Title

Journal

Author(s)

Publication Date

Efficient Skyline Keyword-Based Tree Retrieval on Attributed Graphs

IEEE Transactions on Knowledge and Data Engineering

Dingming Wu

Zhaofen Zhang

Christian S Jensen

Kezhong Lu

2024/4/24

A unified replay-based continuous learning framework for spatio-temporal prediction on streaming data

arXiv preprint arXiv:2404.14999

Hao Miao

Yan Zhao

Chenjuan Guo

Bin Yang

Kai Zheng

...

2024/4/23

QCore: Data-Efficient, On-Device Continual Calibration for Quantized Models--Extended Version

arXiv preprint arXiv:2404.13990

David Campos

Bin Yang

Tung Kieu

Miao Zhang

Chenjuan Guo

...

2024/4/22

TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods

arXiv preprint arXiv:2403.20150

Xiangfei Qiu

Jilin Hu

Lekui Zhou

Xingjian Wu

Junyang Du

...

2024/3/29

Graph Augmentation for Recommendation

arXiv preprint arXiv:2403.16656

Qianru Zhang

Lianghao Xia

Xuheng Cai

Siuming Yiu

Chao Huang

...

2024/3/25

CHGNN: a semi-supervised contrastive hypergraph learning network

IEEE Transactions on Knowledge and Data Engineering

Yumeng Song

Yu Gu

Tianyi Li

Jianzhong Qi

Zhenghao Liu

...

2024/3/22

EEG-Based Multimodal Emotion Recognition: A Machine Learning Perspective

IEEE Transactions on Instrumentation and Measurement

Huan Liu

Tianyu Lou

Yuzhe Zhang

Yixiao Wu

Yang Xiao

...

2024/2/23

E2USD: Efficient-yet-effective Unsupervised State Detection for Multivariate Time Series

arXiv preprint arXiv:2402.14041

Zhichen Lai

Huan Li

Dalin Zhang

Yan Zhao

Weizhu Qian

...

2024/2/21

GenSTL: General Sparse Trajectory Learning via Auto-regressive Generation of Feature Domains

arXiv preprint arXiv:2402.07232

Yan Lin

Jilin Hu

Shengnan Guo

Bin Yang

Christian S Jensen

...

2024/2/11

Disentangling Imperfect: A Wavelet-Infused Multilevel Heterogeneous Network for Human Activity Recognition in Flawed Wearable Sensor Data

arXiv preprint arXiv:2402.09434

Mengna Liu

Dong Xiang

Xu Cheng

Xiufeng Liu

Dalin Zhang

...

2024/1/26

FedAGL: A Communication-Efficient Federated Vehicular Network

IEEE Transactions on Intelligent Vehicles

Su Liu

Yushuai Li

Peiyuan Guan

Tianyi Li

Jiong Yu

...

2024/1/4

Coalition-based task assignment with priority-aware fairness in spatial crowdsourcing

The VLDB Journal

Yan Zhao

Kai Zheng

Ziwei Wang

Liwei Deng

Bin Yang

...

2024/1

Learning Time-aware Graph Structures for Spatially Correlated Time Series Forecasting

arXiv preprint arXiv:2312.16403

Minbo Ma

Jilin Hu

Christian S Jensen

Fei Teng

Peng Han

...

2023/12/27

Pre-Training General Trajectory Embeddings With Maximum Multi-View Entropy Coding

IEEE Transactions on Knowledge & Data Engineering (TKDE)

Yan Lin

Huaiyu Wan

Shengnan Guo

Jilin Hu

Christian S. Jensen

...

2023/12/27

Efficient Cost Modeling of Space-filling Curves

arXiv preprint arXiv:2312.16355

Guanli Liu

Lars Kulik

Christian S Jensen

Tianyi Li

Jianzhong Qi

2023/12/26

ADGNN: Towards Scalable GNN Training with Aggregation-Difference Aware Sampling

Proceedings of the ACM on Management of Data

Zhen Song

Yu Gu

Tianyi Li

Qing Sun

Yanfeng Zhang

...

2023/12/12

VeriDKG: A Verifiable SPARQL Query Engine for Decentralized Knowledge Graphs

Proceedings of the VLDB Endowment

Enyuan Zhou

Song Guo

Zicong Hong

Christian S Jensen

Yang Xiao

...

2023/12

Weakly guided adaptation for robust time series forecasting

Proceedings of the VLDB Endowment

Yunyao Cheng

Peng Chen

Chenjuan Guo

Kai Zhao

Qingsong Wen

...

2023/12/1

Stochastic Routing with Arrival Windows

ACM Transactions on Spatial Algorithms and Systems

Simon Aagaard Pedersen

Bin Yang

Christian S Jensen

Jesper Møller

2023/11/21

Collectively Simplifying Trajectories in a Database: A Query Accuracy Driven Approach

arXiv preprint arXiv:2311.11204

Zheng Wang

Cheng Long

Gao Cong

Christian S Jensen

2023/11/19

See List of Professors in Christian S. Jensen University(Aalborg Universitet)

Co-Authors

H-index: 92
Beng Chin OOI

Beng Chin OOI

National University of Singapore

H-index: 70
Gao Cong

Gao Cong

Nanyang Technological University

H-index: 55
Panos Kalnis

Panos Kalnis

King Abdullah University of Science and Technology

H-index: 53
Kai Zheng 郑凯

Kai Zheng 郑凯

University of Electronic Science and Technology of China

H-index: 52
Torben Bach Pedersen

Torben Bach Pedersen

Aalborg Universitet

H-index: 43
Bin Yang (杨彬)

Bin Yang (杨彬)

Aalborg Universitet

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